Yanxun Xu

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 11

Top Topics

Causal Relations

Decision Process

Reinforcement Learning

Top Venues

Publications

Mao Hong, Zhiyue Zhang, Yue Wu, Yanxun Xu
MoMA: Model-based Mirror Ascent for Offline Reinforcement Learning. CoRR (2024)
Mao Hong, Zhengling Qi, Yanxun Xu
A Policy Gradient Method for Confounded POMDPs. ICLR (2024)
Zhiyue Zhang, Yao Zhao, Yanxun Xu
TransformerLSR: Attentive Joint Model of Longitudinal Data, Survival, and Recurrent Events with Concurrent Latent Structure. CoRR (2024)
Zhiyue Zhang, Hongyuan Mei, Yanxun Xu
Continuous-Time Decision Transformer for Healthcare Applications. AISTATS (2023)
Mao Hong, Zhengling Qi, Yanxun Xu
A Policy Gradient Method for Confounded POMDPs. CoRR (2023)
Zuyue Fu, Zhengling Qi, Zhaoran Wang, Zhuoran Yang, Yanxun Xu, Michael R. Kosorok
Offline Reinforcement Learning with Instrumental Variables in Confounded Markov Decision Processes. CoRR (2022)
Xiao Sun, Bahador Bahmani, Nikolaos N. Vlassis, WaiChing Sun, Yanxun Xu
Data-driven discovery of interpretable causal relations for deep learning material laws with uncertainty propagation. CoRR (2021)
Lin Wei, Zhilin Jin, Shengjie Yang, Yanxun Xu, Yitan Zhu, Yuan Ji
TCGA-assembler 2: software pipeline for retrieval and processing of TCGA/CPTAC data. Bioinform. 34 (9) (2018)
Feifei Xiao, Yue Niu, Ning Hao, Yanxun Xu, Zhilin Jin, Heping Zhang
modSaRa: a computationally efficient R package for CNV identification. Bioinform. 33 (15) (2017)
Yanbo Xu, Yanxun Xu, Suchi Saria
A Bayesian Nonparametic Approach for Estimating Individualized Treatment-Response Curves. CoRR (2016)
Yanbo Xu, Yanxun Xu, Suchi Saria
A Non-parametric Bayesian Approach for Estimating Treatment-Response Curves from Sparse Time Series. MLHC (2016)
Yanxun Xu, Xiaofeng Zheng, Yuan Yuan, Marcos R. Estecio, Jean-Pierre Issa, Peng Qiu, Yuan Ji, Shoudan Liang
BM-SNP: A Bayesian Model for SNP Calling Using High Throughput Sequencing Data. IEEE ACM Trans. Comput. Biol. Bioinform. 11 (6) (2014)
Yanxun Xu, Xiaofeng Zheng, Yuan Yuan, Marcos R. Estecio, Jean-Pierre Issa, Yuan Ji, Shoudan Liang
A Bayesian model for SNP discovery based on next-generation sequencing data. GENSiPS (2012)
Yanxun Xu, Jie Zhang, Yuan Yuan, Riten Mitra, Peter Müller, Yuan Ji
A Bayesian graphical model for integrative analysis of TCGA data. GENSiPS (2012)
Yuan Yuan, Yanxun Xu, Jianfeng Xu, Robyn L. Ball, Han Liang
Predicting the lethal phenotype of the knockout mouse by integrating comprehensive genomic data. Bioinform. 28 (9) (2012)